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《Journal of Anhui University(Natural Sciences)》 2009-04
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Parameters selection of SVM based on breeding algorithm

WANG Dong-xia1,ZHANG Nan2,LU Xiao-li(1.Department of Computer Science,Jiyuan Vocational and Technical College,Jiyuan 454650,China;2.Department of Mathematics,Northwest University,Xi'an 710127,China;3.School of Public Management,Northwest University,Xi'an 710127,China)  
The learning performance of Support Vector Machines(SVM) was due to parameters selection.Based on a hybrid algorithm,the article proposed breeding of support vector machine parameters optimization model,the seeds or particle corresponded fitly as a cross validation method of test sample collection of data,constituted the recognition of the hybrid algorithm based on support vector machine,and the numerical experiments showed that this method was feasible.
【Fund】: 河南省科技攻关基金资助项目(072102310088);; 河南省自然科学基金资助项目(2008A520018)
【CateGory Index】: TP181
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Chinese Journal Full-text Database 4 Hits
1 ZHANG Xuegong (Dept.of Automation,Tsinghua University,Beijing 100084) (State Key Laboratory of Intelligent Technology and Systems of China);INTRODUCTION TO STATISTICAL LEARNING THEORY AND SUPPORT VECTOR MACHINES[J];;2000-01
2 ZHANG Xiao-wei,XING Zhi-dong,DONG Jian-min(Department of Mathematic,Northwest University,Xi′an 710069,China);A hybrid genetic algorithm to seeking the optimum solution of a class of unconstrained optimization[J];Journal of Northwest University(Natural Science Edition);2005-02
3 ZHANG Nan XING Zhi-dong DONG Jian-min WANG Xin (Department of Mathematicics,Northwest University,Xi'an 710069,China);A hybrid algorithm based on PSO and breeding algorithm[J];Journal of Northwest University(Natural Science Edition);2008-01
4 CHEN Bo,LIU Hong-wei,BAO Zheng (Key Lab.of Radar Signal Processing,Xidian Univ.,Xi′an 710071,China);Fusion kernel optimization algorithm[J];Journal of Xidian University;2007-04
Chinese Journal Full-text Database 10 Hits
1 TAO Xiu-feng~1,TANG Shi-zhong~1,ZHOU Ming-zheng~2 (1.Dept.of Elec., Anhui University of Technology and Science, Wuhu 241000, China; 2.Dept. of Comp. Sci. & Engn., Anhui University of Technology and Science ,Wuhu 241000,China);A model and application of soft-sensor based on support vector machine[J];Journal of Anhui University of Technology and Science;2004-02
2 CHENG Wei et al(Key Lab.of Intelligent Computing & Signal Processing,Anhui University,Hefei,Anhui 230039);Application of Support Vector Machine in Forecast of Grain Yield[J];Journal of Anhui Agricultural Sciences;2009-08
3 WU Su-hua (Jiangsu University,Zhenjiang,Jiangsu 212003);Study and Analysis on Detection of Soil Water Content Based on Least Squares Support Vector Machine[J];Journal of Anhui Agricultural Sciences;2009-09
4 CHEN Nian et al(Department of Computer Science,Chizhou College,Chizhou,Anhui 247000);Identification of Tea Quality Based on Chemical Composition Detection and SVM Classification[J];Journal of Anhui Agricultural Sciences;2010-15
5 Huang Yuanshun(Maanshan Iron & Steel Co.Ltd.);Automatic Early Warning Technology for Straightener[J];Anhui Metallurgy;2012-01
6 ZHOU Rui~(1,2),ZHU Zu-lin~1 (1.Ahui Radio & TV Universitiy,Hefei 230022; 2.School of Computer and Information,Hefei University of Technology,Hefei 230009,China);Studying on the Application of Decision Tree for Forecasting the Loss of Distance Learners Based on the Results Database[J];Journal of Anqing Teachers College(Natural Science Edition);2009-02
7 LIN Chun-li1,2,QI Xin3,WANG Ke-cheng3(1.College of Automation,Harbin Engineering University,Harbin 150001,China;2.School of Higher Vocational Education,University of Science and Technology Liaoning,Anshan 114051,China;3.School of Electric and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China);Application of SVM-KNN classifier on abnormal behavior detection[J];Journal of University of Science and Technology Liaoning;2010-05
8 Wang Liang1,2,3,Hu Jingtao1(1.Key Laboratory of Industrial Informatics,Shenyang Institute of Automation,Chinese Academy of Sciences,Shenyang 110016,China; 2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China; 3.Shenyang University of Chemical Technology,Shenyang 110142,China);LS-SVM Based R2R Predictive Control for Lithography Process[J];Semiconductor Technology;2012-06
9 ji Yuejiang LvJia (Wuxi Professional College of Science and Technology School of Software and Service Outsourcing Wuxi 214028);Study on the Customer Segmentation Based on Cluster Analysis[J];Office Informatization;2009-08
10 Liang Wanlu(No.43 Team,No.5 Department,Artillery Academy of PLA,Hefei 230031,China);Projection Sub-Gradient Solving Method for Cost-Sensitive SVM[J];Ordnance Industry Automation;2011-04
China Proceedings of conference Full-text Database 10 Hits
1 Song Haiying ,Gui Weihua ,Yang Chunhua School of Information Science and Engineering,Central South University,Changsha,410083,P.R.China;Reduced Least Squares Support Vector Based on Kernel Partial Least Squares and Its Application Research[A];[C];2007
2 Gu Xiaojun1,2,Yang Shixi1,Qian Suxiang2 1.College of Mechanical and Energy Engineering,Zhejiang University,Hangzhou,310027,P.R.China2.College of Mechanical Engineering,Jiaxing University,Jiaxing,China,314001,P.R.China;On Rotary Machine's Multi-Class Fault Recognition Based on SVM[A];[C];2007
3 Lv Peng1,Liu Yibing2,Ma Qiang2,Wei Yufan2 1.School of Mathematics and Physics,North China Electric Power University,Beijing 102206,P.R.China2.Department of automatics,North China Electric Power University,Beijing 102206,P.R.China;Gear Intelligent Fault Diagnosis Based on Support Vector Machines[A];[C];2007
4 Jiang Minghui,Yuan Xuchuan School of Management,Harbin Institute of Technology,Harbin 150001,P.R.China;Personal Credit Scoring Model Based on SVM Optimized by GA[A];[C];2007
5 Han Lu 1,Yu Zhengtao 1,2,Deng Jinhui 1,Zhang Cheng 1,Mao Cunli 2,Guo Jianyi 1,2 1.The School of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650051,P.R.China 2.The Institute of Intelligent Information Processing,Computer Technology Application Key Laboratory of Yunnan Province,Kunming 650051,P.R.China;The Effects of Domain Knowledge Relations on Domain Text Classification[A];[C];2008
6 WU Jingzhu,LIU Cuiling,SUN Xiaorong 1.School of Computer Science and Information Engineering,Beijing Technology and Business University,Beijing 100048,P.R.China;Application of Support Vector Machines in Detection Technology Based on Near Infrared Spectroscopy[A];[C];2010
7 YIN Zhong,ZHANG Jianhua~* Department of Automation,East China University of Science and Technology,Shanghai 200237,P.R.China;Support Vector Machine Approaches to Classifying Operator Functional State in Human-Machine System[A];[C];2011
8 YANG Kun,JI Zhicheng Institute of Electrical Automation,Jiangnan University,Wuxi 214122,P.R.China;An Improved SVM-based Model with Peak Recognition for Electricity Demand Forecasting[A];[C];2011
9 JIN Chaobu~1,HU Gangqiang~2,SHI Guangzhi~1,LI Yuyang~1 (1.Navy Submarine Academy Qingdao 266071,China; 2.92815 Army of PLA,Ningbo 315717,China);A underwater target recognition method using the support vector machines[A];[C];2011
Chinese Journal Full-text Database 10 Hits
1 LIN Ji-peng~1,LIU Jun-hua~1, LING Zhen-bao~2 (1.School of Electrical Engineering, Xi'an Jiaotong University, Xi'an 710049, China;2.College of Electronic Science and Engineering, Jilin University, Changchun 130026,China);Arithmetic based on PSVM and its applications[J];Journal of Changchun Post and Telecommunication Institute;2004-05
2 REN Yu-yan1,BAO Jie2,WANG Hong-rui3(1.Liren College of Yanshan University,Qinhuangdao 066004,China;2.Evaluating and Examining Center of State-Funded Construction Projects,National Development andReform Commission,Beijing 100037,China;3.Hebei University,Baoding 071002,China);Application of improved ant colony algorithm in support vector machine[J];Transducer and Microsystem Technologies;2011-08
3 HU Zhong-hua,ZHAO Min(College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Research on robot path planning based on ABC algorithm[J];Electric Welding Machine;2009-04
4 LI Li (Distance Education Center Guangdong Rodio & TV University,Guangzhou,China 510091);Applying Agent Technology to Constructing a Distance Educational Intelligent Learning Guiding System[J];E-education Research;2001-05
5 LI Ming,ZHANG Yong,LI Jun-quan,ZHANG Ya-fen (School of Computer and Communication, Lanzhou University of Technology Lanzhou 730050);Application of Improved PSO-SVM Approach in Speaker Recognition[J];Journal of University of Electronic Science and Technology of China;2007-06
6 Tang Suli et al;Development and Application of Artificial Neural Network Technology[J];Computer Development & Applications;2009-10
7 DUAN Yu-hong(School of Mathematics and Computer Science,Ningxia University,Yinchuan 750021,China);A New Improved Particle Swarm Optimization Algorithm[J];Journal of Gansu Lianhe University(Natural Science Edition);2011-06
8 JING Yong-jun~1,ZHONG Shao-chun~1,CHENG Xiao-chun~1,YAN Xiao-wei~2 (1.Institute of Ideal Information Technology,North East Normal University,Changchun 130024,China; 2.College of Mathematics and Computer Science,Guangxi Normal University,Guilin 541004,China);DESIGN OF THE INTELLIGENT TUTORING SYSTEM BASED ON INTERNET[J];Journal of Guangxi Normal University(Natural Science);2004-03
9 XIA Ping-ping1,LV Tai-zhi2,JIA Yan-feng3(1.Department of Information Engineering,Jiangsu Maritime Institute,Nanjing 211170,China;2.College of Computer Science,Nanjing University of Science and Technology,Nanjing 210094,China;3.College of Information Engineering,Northeast Dianli University,Jilin 132012,China);Performance Analysis of Immune Particle Swarm Optimization Algorithm[J];Journal of Guizhou University(Natural Sciences);2011-05
10 LIU Dong-hui,BIAN Jian-peng,FU Ping,LIU Zhi-qing(College of Electrical Engineering and Information Science,Hebei University of Science and Technology,Shijiazhuang Hebei 050018,China);Study on the choice optimum parameters of support vector machine[J];Journal of Hebei University of Science and Technology;2009-01
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 WANG Cunrui1,DUAN Xiaodong1,2,LIU Xiangdong2,ZHOU Fucai1 (1. Faculty of Information Science and Engineering, Northeastern University, Shenyang 110004; 2. Research Institute of Nonlinear Information Technology, Dalian Nationalities University, Dalian 116600);A Modified Basic Particle Swarm Optimization Algorithm[J];Computer Engineering;2004-21
2 LIU Kang, YU Ling (Department of Mechanical and Electronic Engineering, Sichuan Institute of Light Chemical Engineering, Zigong 643033, China);A kind of modified particle group algorithm-multi-paced particle group algorithm[J];Journal of Machine Design;2004-07
3 LU Zengxiang, LI Yanda Department of Automation, Tsinghua University, Beijing 100084, China;Interactive support vector machine learning algorithm and its application[J];JOURNAL OF TSINGHUA UNIVERSITY(SCIENCE AND TECHNOLOGY);1999-07
4 Jin Cong (College of Mathematics and Computer Science, Hubei University, Wuhan, 430062);HEURISTIC GENETIC ALGORITHM AND ITS APPLICATION[J];Journal of Numerical Methods and Computer Applications;2003-01
5 Zhuang Jian,Wang Sun′an (School of Mechanical Engineering, Xi′an Jiaotong University, Xi′an 710049, China);Study on Self-Adjusting of Gene Migration Genetic Algorithm[J];Journal of Xi'an Jiaotong University;2002-11
6 CAO Jian rong 1, XING Zhi dong 1,ZENG Yun hui 2 (1.Department of Mathematics, Northwest University,Xi′an 710069, China; 2.Shandong Calculation Centre,Jinan 250100, China);Genetic algorithm for solving variational inequality problem[J];;2001-02
7 ZHANG Xiao-wei,XING Zhi-dong,DONG Jian-min(Department of Mathematic,Northwest University,Xi′an 710069,China);A hybrid genetic algorithm to seeking the optimum solution of a class of unconstrained optimization[J];Journal of Northwest University(Natural Science Edition);2005-02
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